Dataset statistics
| Number of variables | 37 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 29.0 KiB |
| Average record size in memory | 297.3 B |
Variable types
| NUM | 28 |
|---|---|
| CAT | 9 |
rot_45_x is highly correlated with rot_45_y and 2 other fields | High correlation |
rot_45_y is highly correlated with rot_45_x and 2 other fields | High correlation |
rot_30_y is highly correlated with cc_AU and 4 other fields | High correlation |
cc_AU is highly correlated with rot_30_y and 1 other fields | High correlation |
rot_30_x is highly correlated with cc_AQ and 2 other fields | High correlation |
cc_AQ is highly correlated with rot_30_x and 1 other fields | High correlation |
pca_x is highly correlated with cc_AQ and 1 other fields | High correlation |
r is highly correlated with pca_x | High correlation |
c_ER is highly correlated with cc_NA | High correlation |
cc_NA is highly correlated with c_ER | High correlation |
c_WC is highly correlated with cc_ZA | High correlation |
cc_ZA is highly correlated with c_WC | High correlation |
phi is highly correlated with rot_30_y and 1 other fields | High correlation |
cc_ID is highly correlated with c_SULTRA | High correlation |
c_SULTRA is highly correlated with cc_ID | High correlation |
pca_y is highly correlated with cc_AU and 2 other fields | High correlation |
c_WC is highly correlated with cc_ZA | High correlation |
cc_ZA is highly correlated with c_WC | High correlation |
rot_y has unique values | Unique |
b_deg has unique values | Unique |
m_dist has unique values | Unique |
amt has unique values | Unique |
rot_30_y has unique values | Unique |
r has unique values | Unique |
rot_30_x has unique values | Unique |
pca_x has unique values | Unique |
h_dist has unique values | Unique |
phi has unique values | Unique |
bal has unique values | Unique |
pca_y has unique values | Unique |
Reproduction
| Analysis started | 2021-06-04 11:05:47.971897 |
|---|---|
| Analysis finished | 2021-06-04 11:07:30.626801 |
| Duration | 1 minute and 42.65 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
t_phb
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.776356839e-17 |
|---|---|
| Minimum | -0.288791124 |
| Maximum | 7.786025022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.288791124 |
|---|---|
| 5-th percentile | -0.288791124 |
| Q1 | -0.288791124 |
| median | -0.288791124 |
| Q3 | -0.288791124 |
| 95-th percentile | 1.961831073 |
| Maximum | 7.786025022 |
| Range | 8.074816146 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 5.657859913e+16 |
| Kurtosis | 37.1945599 |
| Mean | 1.776356839e-17 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.474077132 |
| Sum | 1.776356839e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) | |
| -0.288791124 | 84 | 84.0% | |
| 2.204902098 | 1 | 1.0% | |
| -0.05522206195 | 1 | 1.0% | |
| 2.627114707 | 1 | 1.0% | |
| 0.3211770021 | 1 | 1.0% | |
| 0.872655034 | 1 | 1.0% | |
| 2.050121139 | 1 | 1.0% | |
| 1.957184228 | 1 | 1.0% | |
| 7.786025022 | 1 | 1.0% | |
| 0.5506699605 | 1 | 1.0% | |
| Other values (7) | 7 | 7.0% |
| Value | Count | Frequency (%) | |
| -0.288791124 | 84 | 84.0% | |
| -0.1028578575 | 1 | 1.0% | |
| -0.06087292635 | 1 | 1.0% | |
| -0.05522206195 | 1 | 1.0% | |
| 0.0750954405 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 7.786025022 | 1 | 1.0% | |
| 2.627114707 | 1 | 1.0% | |
| 2.453030776 | 1 | 1.0% | |
| 2.204902098 | 1 | 1.0% | |
| 2.050121139 | 1 | 1.0% |
t_pos
Real number (ℝ)
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.33226763e-16 |
|---|---|
| Minimum | -2.643932457 |
| Maximum | 2.222744198 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -2.643932457 |
|---|---|
| 5-th percentile | -1.694973625 |
| Q1 | -0.6731725463 |
| median | 0.1609140613 |
| Q3 | 0.7474476194 |
| 95-th percentile | 1.429317962 |
| Maximum | 2.222744198 |
| Range | 4.866676655 |
| Interquartile range (IQR) | 1.420620166 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 7.543813217e+15 |
| Kurtosis | -0.1614020586 |
| Mean | 1.33226763e-16 |
| Median Absolute Deviation (MAD) | 0.625587398 |
| Skewness | -0.4324785466 |
| Sum | 1.33226763e-14 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -1.571433892 | 2 | 2.0% | |
| 0.7232238405 | 1 | 1.0% | |
| 1.42907579 | 1 | 1.0% | |
| 0.04360631899 | 1 | 1.0% | |
| 0.9788887812 | 1 | 1.0% | |
| 0.9664864397 | 1 | 1.0% | |
| -0.1612613611 | 1 | 1.0% | |
| 0.253653593 | 1 | 1.0% | |
| -0.8839348124 | 1 | 1.0% | |
| -0.2485908352 | 1 | 1.0% | |
| Other values (89) | 89 | 89.0% |
| Value | Count | Frequency (%) | |
| -2.643932457 | 1 | 1.0% | |
| -2.573218266 | 1 | 1.0% | |
| -2.000770052 | 1 | 1.0% | |
| -1.935403993 | 1 | 1.0% | |
| -1.766828368 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 2.222744198 | 1 | 1.0% | |
| 2.017311304 | 1 | 1.0% | |
| 1.627220996 | 1 | 1.0% | |
| 1.581856866 | 1 | 1.0% | |
| 1.433919228 | 1 | 1.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 800.0 B |
| -0.1005037815 | |
|---|---|
| 9.949874371 | 1 |
| Value | Count | Frequency (%) | |
| -0.1005037815 | 99 | 99.0% | |
| 9.949874371 | 1 | 1.0% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.0% |
Histogram of lengths of the category
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.95 |
| Min length | 15 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 800.0 B |
| 0.3865556717 | |
|---|---|
| -2.586949496 |
| Value | Count | Frequency (%) | |
| 0.3865556717 | 87 | 87.0% | |
| -2.586949496 | 13 | 13.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
t_pmt
Real number (ℝ)
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.630429291e-16 |
|---|---|
| Minimum | -1.456796589 |
| Maximum | 3.306184909 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -1.456796589 |
|---|---|
| 5-th percentile | -1.311755892 |
| Q1 | -0.7622667067 |
| median | -0.2296865027 |
| Q3 | 0.6211026875 |
| 95-th percentile | 1.607692033 |
| Maximum | 3.306184909 |
| Range | 4.762981498 |
| Interquartile range (IQR) | 1.383369394 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | -2.768371823e+15 |
| Kurtosis | 0.8299980351 |
| Mean | -3.630429291e-16 |
| Median Absolute Deviation (MAD) | 0.6183285293 |
| Skewness | 0.9231368418 |
| Sum | -3.630429291e-14 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.7616578567 | 2 | 2.0% | |
| 0.4332344127 | 1 | 1.0% | |
| -0.2194034572 | 1 | 1.0% | |
| 3.306184909 | 1 | 1.0% | |
| -1.154075444 | 1 | 1.0% | |
| -0.7922071721 | 1 | 1.0% | |
| -1.160049572 | 1 | 1.0% | |
| 0.8757758556 | 1 | 1.0% | |
| 0.09695745176 | 1 | 1.0% | |
| 0.1134625313 | 1 | 1.0% | |
| Other values (89) | 89 | 89.0% |
| Value | Count | Frequency (%) | |
| -1.456796589 | 1 | 1.0% | |
| -1.435980074 | 1 | 1.0% | |
| -1.395190956 | 1 | 1.0% | |
| -1.380177819 | 1 | 1.0% | |
| -1.316832915 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 3.306184909 | 1 | 1.0% | |
| 3.051366691 | 1 | 1.0% | |
| 2.718202302 | 1 | 1.0% | |
| 1.988576477 | 1 | 1.0% | |
| 1.725494359 | 1 | 1.0% |
| Distinct | 98 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.609823386e-17 |
|---|---|
| Minimum | -7.178470566 |
| Maximum | 0.6581895751 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -7.178470566 |
|---|---|
| 5-th percentile | -1.910347187 |
| Q1 | 0.1402130746 |
| median | 0.2861312195 |
| Q3 | 0.4629006293 |
| 95-th percentile | 0.6076777601 |
| Maximum | 0.6581895751 |
| Range | 7.836660141 |
| Interquartile range (IQR) | 0.3226875547 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 6.243155766e+16 |
| Kurtosis | 26.14413376 |
| Mean | 1.609823386e-17 |
| Median Absolute Deviation (MAD) | 0.1770327207 |
| Skewness | -4.366063262 |
| Sum | 1.609823386e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -1.909618694 | 2 | 2.0% | |
| 0.2916607492 | 2 | 2.0% | |
| -1.920502213 | 1 | 1.0% | |
| 0.2867456116 | 1 | 1.0% | |
| 0.4642171839 | 1 | 1.0% | |
| -7.178470566 | 1 | 1.0% | |
| 0.6067561718 | 1 | 1.0% | |
| -0.1243705331 | 1 | 1.0% | |
| -0.1217374237 | 1 | 1.0% | |
| 0.5165282903 | 1 | 1.0% | |
| Other values (88) | 88 | 88.0% |
| Value | Count | Frequency (%) | |
| -7.178470566 | 1 | 1.0% | |
| -1.920502213 | 1 | 1.0% | |
| -1.917166941 | 1 | 1.0% | |
| -1.914709372 | 1 | 1.0% | |
| -1.91418275 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 0.6581895751 | 1 | 1.0% | |
| 0.6513434907 | 1 | 1.0% | |
| 0.6229059093 | 1 | 1.0% | |
| 0.6136022562 | 1 | 1.0% | |
| 0.6118468499 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.411537967e-17 |
|---|---|
| Minimum | -1.826403303 |
| Maximum | 3.27080583 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -1.826403303 |
|---|---|
| 5-th percentile | -1.15491633 |
| Q1 | -0.6044312166 |
| median | -0.2728420527 |
| Q3 | 0.4971723128 |
| 95-th percentile | 1.886467808 |
| Maximum | 3.27080583 |
| Range | 5.097209133 |
| Interquartile range (IQR) | 1.101603529 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 1.567545604e+16 |
| Kurtosis | 1.710240894 |
| Mean | 6.411537967e-17 |
| Median Absolute Deviation (MAD) | 0.4951926632 |
| Skewness | 1.251012425 |
| Sum | 6.411537967e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 3.27080583 | 1 | 1.0% | |
| 0.8257301856 | 1 | 1.0% | |
| 2.757354517 | 1 | 1.0% | |
| -0.6011497892 | 1 | 1.0% | |
| -0.7977464157 | 1 | 1.0% | |
| -1.077235461 | 1 | 1.0% | |
| -0.4525371194 | 1 | 1.0% | |
| 0.2177920726 | 1 | 1.0% | |
| -0.6142754987 | 1 | 1.0% | |
| -0.8623056031 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -1.826403303 | 1 | 1.0% | |
| -1.458749181 | 1 | 1.0% | |
| -1.426074266 | 1 | 1.0% | |
| -1.331396351 | 1 | 1.0% | |
| -1.171272149 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 3.27080583 | 1 | 1.0% | |
| 3.100750497 | 1 | 1.0% | |
| 2.880125461 | 1 | 1.0% | |
| 2.757354517 | 1 | 1.0% | |
| 2.30346427 | 1 | 1.0% |
_VIC
Real number (ℝ)
| Distinct | 87 |
|---|---|
| Distinct (%) | 87.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.218847494e-17 |
|---|---|
| Minimum | -0.7895162188 |
| Maximum | 1.654106334 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.7895162188 |
|---|---|
| 5-th percentile | -0.7895162188 |
| Q1 | -0.7648934467 |
| median | -0.7433809441 |
| Q3 | 1.188692489 |
| 95-th percentile | 1.570656379 |
| Maximum | 1.654106334 |
| Range | 2.443622553 |
| Interquartile range (IQR) | 1.953585936 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 2.382256805e+16 |
| Kurtosis | -1.507946673 |
| Mean | 4.218847494e-17 |
| Median Absolute Deviation (MAD) | 0.04613527466 |
| Skewness | 0.6496914201 |
| Sum | 4.218847494e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.7895162188 | 10 | 10.0% | |
| -0.7472925977 | 2 | 2.0% | |
| -0.7539202913 | 2 | 2.0% | |
| -0.7612488646 | 2 | 2.0% | |
| -0.7644443047 | 2 | 2.0% | |
| 0.7207681326 | 1 | 1.0% | |
| -0.7318508163 | 1 | 1.0% | |
| 1.358802698 | 1 | 1.0% | |
| -0.7525512172 | 1 | 1.0% | |
| -0.7227223163 | 1 | 1.0% | |
| Other values (77) | 77 | 77.0% |
| Value | Count | Frequency (%) | |
| -0.7895162188 | 10 | 10.0% | |
| -0.7810360126 | 1 | 1.0% | |
| -0.7787577482 | 1 | 1.0% | |
| -0.7783407532 | 1 | 1.0% | |
| -0.7753825417 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 1.654106334 | 1 | 1.0% | |
| 1.643242949 | 1 | 1.0% | |
| 1.611360636 | 1 | 1.0% | |
| 1.580629562 | 1 | 1.0% | |
| 1.57210964 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.664535259e-17 |
|---|---|
| Minimum | -1.68518068 |
| Maximum | 2.097356394 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -1.68518068 |
|---|---|
| 5-th percentile | -1.405611595 |
| Q1 | -0.8812441211 |
| median | -0.1024766743 |
| Q3 | 0.8689226068 |
| 95-th percentile | 1.593657989 |
| Maximum | 2.097356394 |
| Range | 3.782537074 |
| Interquartile range (IQR) | 1.750166728 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | -3.771906609e+16 |
| Kurtosis | -1.083629128 |
| Mean | -2.664535259e-17 |
| Median Absolute Deviation (MAD) | 0.8430464455 |
| Skewness | 0.2361909943 |
| Sum | -2.664535259e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1.401967638 | 1 | 1.0% | |
| -0.05051392705 | 1 | 1.0% | |
| 1.053736654 | 1 | 1.0% | |
| -0.8113602798 | 1 | 1.0% | |
| -1.179786996 | 1 | 1.0% | |
| 0.009382067625 | 1 | 1.0% | |
| 0.4860484029 | 1 | 1.0% | |
| 0.5060455793 | 1 | 1.0% | |
| -0.3581661409 | 1 | 1.0% | |
| -1.144783752 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -1.68518068 | 1 | 1.0% | |
| -1.671810683 | 1 | 1.0% | |
| -1.646351062 | 1 | 1.0% | |
| -1.515704718 | 1 | 1.0% | |
| -1.406736784 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 2.097356394 | 1 | 1.0% | |
| 2.026056037 | 1 | 1.0% | |
| 1.895626806 | 1 | 1.0% | |
| 1.765906122 | 1 | 1.0% | |
| 1.686029894 | 1 | 1.0% |
age
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.220446049e-18 |
|---|---|
| Minimum | -1.674555316 |
| Maximum | 3.343828123 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -1.674555316 |
|---|---|
| 5-th percentile | -1.674555316 |
| Q1 | -0.5520221783 |
| median | -0.08980265101 |
| Q3 | 0.7025736815 |
| 95-th percentile | 1.313363771 |
| Maximum | 3.343828123 |
| Range | 5.018383439 |
| Interquartile range (IQR) | 1.25459586 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 4.52628793e+17 |
| Kurtosis | 0.7156460209 |
| Mean | 2.220446049e-18 |
| Median Absolute Deviation (MAD) | 0.5612665688 |
| Skewness | 0.346682898 |
| Sum | 2.220446049e-16 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) | |
| 0.7025736815 | 6 | 6.0% | |
| -1.674555316 | 6 | 6.0% | |
| -0.5520221783 | 6 | 6.0% | |
| -0.4199594562 | 6 | 6.0% | |
| -0.3539280952 | 5 | 5.0% | |
| 0.5044795983 | 5 | 5.0% | |
| -0.08980265101 | 5 | 5.0% | |
| -1.542492594 | 5 | 5.0% | |
| -0.1558340121 | 4 | 4.0% | |
| 0.9666991256 | 4 | 4.0% | |
| Other values (23) | 48 | 48.0% |
| Value | Count | Frequency (%) | |
| -1.674555316 | 6 | 6.0% | |
| -1.608523955 | 4 | 4.0% | |
| -1.542492594 | 5 | 5.0% | |
| -1.476461233 | 1 | 1.0% | |
| -0.6180535393 | 4 | 4.0% |
| Value | Count | Frequency (%) | |
| 3.343828123 | 1 | 1.0% | |
| 2.749545874 | 1 | 1.0% | |
| 2.419389068 | 1 | 1.0% | |
| 1.693044097 | 1 | 1.0% | |
| 1.627012736 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.218847494e-17 |
|---|---|
| Minimum | -0.5817393318 |
| Maximum | 7.395707405 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.5817393318 |
|---|---|
| 5-th percentile | -0.5396701321 |
| Q1 | -0.4660241343 |
| median | -0.3699788181 |
| Q3 | 0.07093195062 |
| 95-th percentile | 1.671295081 |
| Maximum | 7.395707405 |
| Range | 7.977446737 |
| Interquartile range (IQR) | 0.5369560849 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | -2.382256805e+16 |
| Kurtosis | 29.82458341 |
| Mean | -4.218847494e-17 |
| Median Absolute Deviation (MAD) | 0.1418612879 |
| Skewness | 4.69130503 |
| Sum | -4.218847494e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.7815962536 | 1 | 1.0% | |
| -0.5740174489 | 1 | 1.0% | |
| -0.5261017359 | 1 | 1.0% | |
| -0.4778140178 | 1 | 1.0% | |
| -0.3640478293 | 1 | 1.0% | |
| -0.4377902653 | 1 | 1.0% | |
| -0.4905013239 | 1 | 1.0% | |
| -0.5143537963 | 1 | 1.0% | |
| -0.1945790194 | 1 | 1.0% | |
| -0.4872575049 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -0.5817393318 | 1 | 1.0% | |
| -0.5740174489 | 1 | 1.0% | |
| -0.560468675 | 1 | 1.0% | |
| -0.5530197183 | 1 | 1.0% | |
| -0.5465514057 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 7.395707405 | 1 | 1.0% | |
| 2.805596047 | 1 | 1.0% | |
| 2.102845294 | 1 | 1.0% | |
| 1.956749874 | 1 | 1.0% | |
| 1.868797247 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.398881011e-16 |
|---|---|
| Minimum | -1.164794347 |
| Maximum | 3.757231547 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -1.164794347 |
|---|---|
| 5-th percentile | -1.071228225 |
| Q1 | -0.8631252733 |
| median | -0.1771492669 |
| Q3 | 0.5747768479 |
| 95-th percentile | 1.983742092 |
| Maximum | 3.757231547 |
| Range | 4.922025894 |
| Interquartile range (IQR) | 1.437902121 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | -7.184584016e+15 |
| Kurtosis | 1.536830401 |
| Mean | -1.398881011e-16 |
| Median Absolute Deviation (MAD) | 0.6984876607 |
| Skewness | 1.211889082 |
| Sum | -1.398881011e-14 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.8602557422 | 1 | 1.0% | |
| 2.427263733 | 1 | 1.0% | |
| -0.8628665305 | 1 | 1.0% | |
| -1.090006368 | 1 | 1.0% | |
| -0.07696753139 | 1 | 1.0% | |
| -0.8450218957 | 1 | 1.0% | |
| 0.3691105906 | 1 | 1.0% | |
| 0.8977947563 | 1 | 1.0% | |
| -0.4270187064 | 1 | 1.0% | |
| -0.8882688987 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -1.164794347 | 1 | 1.0% | |
| -1.109187353 | 1 | 1.0% | |
| -1.090006368 | 1 | 1.0% | |
| -1.082752449 | 1 | 1.0% | |
| -1.073343702 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 3.757231547 | 1 | 1.0% | |
| 2.848108821 | 1 | 1.0% | |
| 2.427263733 | 1 | 1.0% | |
| 2.364223052 | 1 | 1.0% | |
| 2.25822113 | 1 | 1.0% |
| Distinct | 98 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.609823386e-17 |
|---|---|
| Minimum | -7.178470566 |
| Maximum | 0.6581895751 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -7.178470566 |
|---|---|
| 5-th percentile | -1.910347187 |
| Q1 | 0.1402130746 |
| median | 0.2861312195 |
| Q3 | 0.4629006293 |
| 95-th percentile | 0.6076777601 |
| Maximum | 0.6581895751 |
| Range | 7.836660141 |
| Interquartile range (IQR) | 0.3226875547 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 6.243155766e+16 |
| Kurtosis | 26.14413376 |
| Mean | 1.609823386e-17 |
| Median Absolute Deviation (MAD) | 0.1770327207 |
| Skewness | -4.366063262 |
| Sum | 1.609823386e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -1.909618694 | 2 | 2.0% | |
| 0.2916607492 | 2 | 2.0% | |
| -1.920502213 | 1 | 1.0% | |
| 0.2867456116 | 1 | 1.0% | |
| 0.4642171839 | 1 | 1.0% | |
| -7.178470566 | 1 | 1.0% | |
| 0.6067561718 | 1 | 1.0% | |
| -0.1243705331 | 1 | 1.0% | |
| -0.1217374237 | 1 | 1.0% | |
| 0.5165282903 | 1 | 1.0% | |
| Other values (88) | 88 | 88.0% |
| Value | Count | Frequency (%) | |
| -7.178470566 | 1 | 1.0% | |
| -1.920502213 | 1 | 1.0% | |
| -1.917166941 | 1 | 1.0% | |
| -1.914709372 | 1 | 1.0% | |
| -1.91418275 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 0.6581895751 | 1 | 1.0% | |
| 0.6513434907 | 1 | 1.0% | |
| 0.6229059093 | 1 | 1.0% | |
| 0.6136022562 | 1 | 1.0% | |
| 0.6118468499 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.815170816e-16 |
|---|---|
| Minimum | -4.14898617 |
| Maximum | 0.6998195031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -4.14898617 |
|---|---|
| 5-th percentile | -2.512301422 |
| Q1 | 0.1362853917 |
| median | 0.3634949601 |
| Q3 | 0.554525558 |
| 95-th percentile | 0.6808196989 |
| Maximum | 0.6998195031 |
| Range | 4.848805673 |
| Interquartile range (IQR) | 0.4182401662 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | -1.140122904e+15 |
| Kurtosis | 4.211212871 |
| Mean | -8.815170816e-16 |
| Median Absolute Deviation (MAD) | 0.1910960489 |
| Skewness | -2.264696798 |
| Sum | -8.815170816e-14 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.3634787282 | 1 | 1.0% | |
| 0.6184031404 | 1 | 1.0% | |
| 0.6807790145 | 1 | 1.0% | |
| -2.384609797 | 1 | 1.0% | |
| -0.2223048046 | 1 | 1.0% | |
| 0.5513467326 | 1 | 1.0% | |
| 0.3603208471 | 1 | 1.0% | |
| -0.2205774212 | 1 | 1.0% | |
| 0.5774910136 | 1 | 1.0% | |
| 0.554721911 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -4.14898617 | 1 | 1.0% | |
| -2.519140452 | 1 | 1.0% | |
| -2.517503652 | 1 | 1.0% | |
| -2.517419875 | 1 | 1.0% | |
| -2.516536025 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 0.6998195031 | 1 | 1.0% | |
| 0.6890488824 | 1 | 1.0% | |
| 0.6858234559 | 1 | 1.0% | |
| 0.6825577116 | 1 | 1.0% | |
| 0.6815927017 | 1 | 1.0% |
g_M
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 800.0 B |
| 0.8864052604 | |
|---|---|
| -1.12815215 |
| Value | Count | Frequency (%) | |
| 0.8864052604 | 56 | 56.0% | |
| -1.12815215 | 44 | 44.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 18.44 |
| Min length | 18 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 800.0 B |
| -0.1005037815 | |
|---|---|
| 9.949874371 | 1 |
| Value | Count | Frequency (%) | |
| -0.1005037815 | 99 | 99.0% | |
| 9.949874371 | 1 | 1.0% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.0% |
Histogram of lengths of the category
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.95 |
| Min length | 15 |
t_pay
Real number (ℝ)
| Distinct | 92 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.882583475e-17 |
|---|---|
| Minimum | -1.308366774 |
| Maximum | 3.898928711 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -1.308366774 |
|---|---|
| 5-th percentile | -1.046827133 |
| Q1 | -0.6869942497 |
| median | -0.30140601 |
| Q3 | 0.3552675782 |
| 95-th percentile | 2.028409281 |
| Maximum | 3.898928711 |
| Range | 5.207295485 |
| Interquartile range (IQR) | 1.042261828 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 1.275010685e+16 |
| Kurtosis | 3.446430784 |
| Mean | 7.882583475e-17 |
| Median Absolute Deviation (MAD) | 0.4482034803 |
| Skewness | 1.754123365 |
| Sum | 7.882583475e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.02765247046 | 2 | 2.0% | |
| 0.4912497486 | 2 | 2.0% | |
| 0.2300864383 | 2 | 2.0% | |
| -0.5228795977 | 2 | 2.0% | |
| -0.30140601 | 2 | 2.0% | |
| -0.7035885972 | 2 | 2.0% | |
| -0.666406848 | 2 | 2.0% | |
| -0.3804820789 | 2 | 2.0% | |
| -1.308366774 | 1 | 1.0% | |
| 0.3511712458 | 1 | 1.0% | |
| Other values (82) | 82 | 82.0% |
| Value | Count | Frequency (%) | |
| -1.308366774 | 1 | 1.0% | |
| -1.230609186 | 1 | 1.0% | |
| -1.106301069 | 1 | 1.0% | |
| -1.072548131 | 1 | 1.0% | |
| -1.068787423 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 3.898928711 | 1 | 1.0% | |
| 3.466461816 | 1 | 1.0% | |
| 3.066711092 | 1 | 1.0% | |
| 2.686710898 | 1 | 1.0% | |
| 2.343249185 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.489675133e-16 |
|---|---|
| Minimum | -1.935434941 |
| Maximum | 7.895488977 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -1.935434941 |
|---|---|
| 5-th percentile | -1.635140421 |
| Q1 | -0.01389602467 |
| median | 0.1847953352 |
| Q3 | 0.2421749999 |
| 95-th percentile | 0.2815613302 |
| Maximum | 7.895488977 |
| Range | 9.830923918 |
| Interquartile range (IQR) | 0.2560710246 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 4.036823126e+15 |
| Kurtosis | 38.85726467 |
| Mean | 2.489675133e-16 |
| Median Absolute Deviation (MAD) | 0.08297203706 |
| Skewness | 4.414689798 |
| Sum | 2.489675133e-14 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.1847306251 | 1 | 1.0% | |
| 0.2424071008 | 1 | 1.0% | |
| -1.782604754 | 1 | 1.0% | |
| 0.07376743853 | 1 | 1.0% | |
| 0.2102665321 | 1 | 1.0% | |
| 0.1896238262 | 1 | 1.0% | |
| -0.2726843836 | 1 | 1.0% | |
| -0.2958809516 | 1 | 1.0% | |
| 0.1945985746 | 1 | 1.0% | |
| 0.242097633 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -1.935434941 | 1 | 1.0% | |
| -1.935295546 | 1 | 1.0% | |
| -1.933180267 | 1 | 1.0% | |
| -1.782604754 | 1 | 1.0% | |
| -1.635707615 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 7.895488977 | 1 | 1.0% | |
| 0.2894172274 | 1 | 1.0% | |
| 0.2834273776 | 1 | 1.0% | |
| 0.2834105982 | 1 | 1.0% | |
| 0.2829751495 | 1 | 1.0% |
m_NT
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.941291737e-17 |
|---|---|
| Minimum | -0.1559685952 |
| Maximum | 7.888432229 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.1559685952 |
|---|---|
| 5-th percentile | -0.1559685952 |
| Q1 | -0.1559685952 |
| median | -0.1559685952 |
| Q3 | -0.1559685952 |
| 95-th percentile | -0.08041241858 |
| Maximum | 7.888432229 |
| Range | 8.044400824 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | -2.550021369e+16 |
| Kurtosis | 50.16016582 |
| Mean | -3.941291737e-17 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.04669792 |
| Sum | -3.941291737e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| -0.1559685952 | 93 | 93.0% | |
| -0.0343324788 | 1 | 1.0% | |
| 5.872708804 | 1 | 1.0% | |
| -0.08283767857 | 1 | 1.0% | |
| 7.888432229 | 1 | 1.0% | |
| 0.9976126373 | 1 | 1.0% | |
| -0.001158992524 | 1 | 1.0% | |
| -0.1353451706 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| -0.1559685952 | 93 | 93.0% | |
| -0.1353451706 | 1 | 1.0% | |
| -0.08283767857 | 1 | 1.0% | |
| -0.0343324788 | 1 | 1.0% | |
| -0.001158992524 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 7.888432229 | 1 | 1.0% | |
| 5.872708804 | 1 | 1.0% | |
| 0.9976126373 | 1 | 1.0% | |
| -0.001158992524 | 1 | 1.0% | |
| -0.0343324788 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.992007222e-18 |
|---|---|
| Minimum | -8.963613456 |
| Maximum | 0.5930379524 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -8.963613456 |
|---|---|
| 5-th percentile | -1.181022216 |
| Q1 | 0.09123205394 |
| median | 0.1881204557 |
| Q3 | 0.3321331421 |
| 95-th percentile | 0.4876840748 |
| Maximum | 0.5930379524 |
| Range | 9.556651409 |
| Interquartile range (IQR) | 0.2409010882 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 1.005841762e+17 |
| Kurtosis | 64.9897363 |
| Mean | 9.992007222e-18 |
| Median Absolute Deviation (MAD) | 0.1443186955 |
| Skewness | -7.426849217 |
| Sum | 9.992007222e-16 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.1909719858 | 1 | 1.0% | |
| 0.1641094926 | 1 | 1.0% | |
| 0.1889697095 | 1 | 1.0% | |
| 0.2152260089 | 1 | 1.0% | |
| -1.183637563 | 1 | 1.0% | |
| 0.4995882329 | 1 | 1.0% | |
| 0.1905575518 | 1 | 1.0% | |
| 0.5068437405 | 1 | 1.0% | |
| 0.4797549887 | 1 | 1.0% | |
| -0.0226255169 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -8.963613456 | 1 | 1.0% | |
| -1.192335301 | 1 | 1.0% | |
| -1.187993377 | 1 | 1.0% | |
| -1.183637563 | 1 | 1.0% | |
| -1.183547508 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 0.5930379524 | 1 | 1.0% | |
| 0.5842855539 | 1 | 1.0% | |
| 0.5571031624 | 1 | 1.0% | |
| 0.5068437405 | 1 | 1.0% | |
| 0.4995882329 | 1 | 1.0% |
_QLD
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 63.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.775557562e-17 |
|---|---|
| Minimum | -0.4140895124 |
| Maximum | 3.124301694 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.4140895124 |
|---|---|
| 5-th percentile | -0.4140895124 |
| Q1 | -0.4140895124 |
| median | -0.3883507961 |
| Q3 | -0.3520059857 |
| 95-th percentile | 2.733262388 |
| Maximum | 3.124301694 |
| Range | 3.538391206 |
| Interquartile range (IQR) | 0.06208352665 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 3.621030344e+16 |
| Kurtosis | 3.853371936 |
| Mean | 2.775557562e-17 |
| Median Absolute Deviation (MAD) | 0.02573871625 |
| Skewness | 2.352403282 |
| Sum | 2.775557562e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.4140895124 | 34 | 34.0% | |
| -0.3818126656 | 3 | 3.0% | |
| -0.3649811811 | 2 | 2.0% | |
| -0.3971304912 | 2 | 2.0% | |
| -0.3528293747 | 1 | 1.0% | |
| -0.3884335573 | 1 | 1.0% | |
| -0.3413198943 | 1 | 1.0% | |
| -0.3920986937 | 1 | 1.0% | |
| -0.3756055797 | 1 | 1.0% | |
| -0.3975509628 | 1 | 1.0% | |
| Other values (53) | 53 | 53.0% |
| Value | Count | Frequency (%) | |
| -0.4140895124 | 34 | 34.0% | |
| -0.4019612427 | 1 | 1.0% | |
| -0.3998968564 | 1 | 1.0% | |
| -0.3985766093 | 1 | 1.0% | |
| -0.3982072545 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 3.124301694 | 1 | 1.0% | |
| 3.072918154 | 1 | 1.0% | |
| 3.016478199 | 1 | 1.0% | |
| 3.002124359 | 1 | 1.0% | |
| 2.95188592 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.134781489e-18 |
|---|---|
| Minimum | -1.292186115 |
| Maximum | 9.267661739 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -1.292186115 |
|---|---|
| 5-th percentile | -0.9468389792 |
| Q1 | -0.1929173515 |
| median | 0.09691920085 |
| Q3 | 0.1101434822 |
| 95-th percentile | 0.1183907813 |
| Maximum | 9.267661739 |
| Range | 10.55984785 |
| Interquartile range (IQR) | 0.3030608336 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 1.9573137e+17 |
| Kurtosis | 74.66656177 |
| Mean | 5.134781489e-18 |
| Median Absolute Deviation (MAD) | 0.02949799582 |
| Skewness | 7.939888546 |
| Sum | 5.134781489e-16 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.1089813226 | 1 | 1.0% | |
| 0.1150124809 | 1 | 1.0% | |
| 0.09074028105 | 1 | 1.0% | |
| 0.01666412628 | 1 | 1.0% | |
| 0.1115295995 | 1 | 1.0% | |
| 0.01583996144 | 1 | 1.0% | |
| 0.02272735424 | 1 | 1.0% | |
| -1.291405332 | 1 | 1.0% | |
| 0.01660907157 | 1 | 1.0% | |
| 0.1159368721 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -1.292186115 | 1 | 1.0% | |
| -1.291405332 | 1 | 1.0% | |
| -1.289707454 | 1 | 1.0% | |
| -1.108605319 | 1 | 1.0% | |
| -0.9473670707 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 9.267661739 | 1 | 1.0% | |
| 0.2076462925 | 1 | 1.0% | |
| 0.1351719206 | 1 | 1.0% | |
| 0.1313813952 | 1 | 1.0% | |
| 0.1214529982 | 1 | 1.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 800.0 B |
| -0.1005037815 | |
|---|---|
| 9.949874371 | 1 |
| Value | Count | Frequency (%) | |
| -0.1005037815 | 99 | 99.0% | |
| 9.949874371 | 1 | 1.0% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.0% |
Histogram of lengths of the category
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.95 |
| Min length | 15 |
rot_x
Real number (ℝ)
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.110223025e-18 |
|---|---|
| Minimum | -1.363500146 |
| Maximum | 1.398550212 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -1.363500146 |
|---|---|
| 5-th percentile | -1.363400663 |
| Q1 | -1.299431646 |
| median | 0.4346184374 |
| Q3 | 0.8865755022 |
| 95-th percentile | 1.13472921 |
| Maximum | 1.398550212 |
| Range | 2.762050357 |
| Interquartile range (IQR) | 2.186007148 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 9.052575861e+17 |
| Kurtosis | -1.61361917 |
| Mean | 1.110223025e-18 |
| Median Absolute Deviation (MAD) | 0.6531024029 |
| Skewness | -0.3098169448 |
| Sum | 1.110223025e-16 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -1.362958105 | 2 | 2.0% | |
| 0.7208483099 | 1 | 1.0% | |
| 0.3127521625 | 1 | 1.0% | |
| 0.7925312712 | 1 | 1.0% | |
| 1.030142204 | 1 | 1.0% | |
| 1.02030526 | 1 | 1.0% | |
| -1.352094592 | 1 | 1.0% | |
| 1.19492366 | 1 | 1.0% | |
| -0.09619646003 | 1 | 1.0% | |
| 0.7450304535 | 1 | 1.0% | |
| Other values (89) | 89 | 89.0% |
| Value | Count | Frequency (%) | |
| -1.363500146 | 1 | 1.0% | |
| -1.363497795 | 1 | 1.0% | |
| -1.363497795 | 1 | 1.0% | |
| -1.363457578 | 1 | 1.0% | |
| -1.363445167 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 1.398550212 | 1 | 1.0% | |
| 1.360772461 | 1 | 1.0% | |
| 1.255088948 | 1 | 1.0% | |
| 1.250023929 | 1 | 1.0% | |
| 1.19492366 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.687538997e-16 |
|---|---|
| Minimum | -0.7489088481 |
| Maximum | 3.456030091 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.7489088481 |
|---|---|
| 5-th percentile | -0.7031980147 |
| Q1 | -0.5835445271 |
| median | -0.4574772953 |
| Q3 | 0.1900933039 |
| 95-th percentile | 2.529380595 |
| Maximum | 3.456030091 |
| Range | 4.204938939 |
| Interquartile range (IQR) | 0.773637831 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | -5.955642014e+15 |
| Kurtosis | 3.806422551 |
| Mean | -1.687538997e-16 |
| Median Absolute Deviation (MAD) | 0.193778714 |
| Skewness | 2.123209362 |
| Sum | -1.687538997e-14 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.299592415 | 1 | 1.0% | |
| 0.4067036628 | 1 | 1.0% | |
| 0.3301919895 | 1 | 1.0% | |
| -0.36592549 | 1 | 1.0% | |
| -0.1135443769 | 1 | 1.0% | |
| -0.6770955985 | 1 | 1.0% | |
| -0.326936565 | 1 | 1.0% | |
| -0.7192045019 | 1 | 1.0% | |
| -0.1703366462 | 1 | 1.0% | |
| -0.422913913 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -0.7489088481 | 1 | 1.0% | |
| -0.7358453793 | 1 | 1.0% | |
| -0.7192045019 | 1 | 1.0% | |
| -0.7146170795 | 1 | 1.0% | |
| -0.707577135 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 3.456030091 | 1 | 1.0% | |
| 3.353127549 | 1 | 1.0% | |
| 3.168465959 | 1 | 1.0% | |
| 2.955175987 | 1 | 1.0% | |
| 2.81415573 | 1 | 1.0% |
_NSW
Real number (ℝ)
| Distinct | 89 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.220446049e-18 |
|---|---|
| Minimum | -0.6702608305 |
| Maximum | 2.73168722 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.6702608305 |
|---|---|
| 5-th percentile | -0.6702608305 |
| Q1 | -0.6101867943 |
| median | -0.4877494141 |
| Q3 | 0.07539928533 |
| 95-th percentile | 2.268374077 |
| Maximum | 2.73168722 |
| Range | 3.40194805 |
| Interquartile range (IQR) | 0.6855860797 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 4.52628793e+17 |
| Kurtosis | 1.009298559 |
| Mean | 2.220446049e-18 |
| Median Absolute Deviation (MAD) | 0.1492753432 |
| Skewness | 1.597875704 |
| Sum | 2.220446049e-16 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.6702608305 | 10 | 10.0% | |
| -0.6412326621 | 2 | 2.0% | |
| -0.5954574735 | 2 | 2.0% | |
| -0.5900592931 | 1 | 1.0% | |
| 0.2080753611 | 1 | 1.0% | |
| -0.3548737038 | 1 | 1.0% | |
| 2.280034283 | 1 | 1.0% | |
| -0.423291017 | 1 | 1.0% | |
| 2.215700942 | 1 | 1.0% | |
| -0.4952209752 | 1 | 1.0% | |
| Other values (79) | 79 | 79.0% |
| Value | Count | Frequency (%) | |
| -0.6702608305 | 10 | 10.0% | |
| -0.6583290067 | 1 | 1.0% | |
| -0.6536378623 | 1 | 1.0% | |
| -0.6446702084 | 1 | 1.0% | |
| -0.643434799 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 2.73168722 | 1 | 1.0% | |
| 2.601371263 | 1 | 1.0% | |
| 2.512281994 | 1 | 1.0% | |
| 2.324026063 | 1 | 1.0% | |
| 2.280034283 | 1 | 1.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 800.0 B |
| -0.2743516306 | |
|---|---|
| 3.644957378 | 7 |
| Value | Count | Frequency (%) | |
| -0.2743516306 | 93 | 93.0% | |
| 3.644957378 | 7 | 7.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.86 |
| Min length | 18 |
t_sales
Real number (ℝ)
| Distinct | 97 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.996003611e-16 |
|---|---|
| Minimum | -2.741149926 |
| Maximum | 2.249111857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -2.741149926 |
|---|---|
| 5-th percentile | -1.794263775 |
| Q1 | -0.6137063795 |
| median | 0.05870113287 |
| Q3 | 0.7062279244 |
| 95-th percentile | 1.499756832 |
| Maximum | 2.249111857 |
| Range | 4.990261784 |
| Interquartile range (IQR) | 1.319934304 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | -2.011683525e+15 |
| Kurtosis | 0.01721652554 |
| Mean | -4.996003611e-16 |
| Median Absolute Deviation (MAD) | 0.6608309931 |
| Skewness | -0.4456092721 |
| Sum | -4.996003611e-14 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.1879853899 | 2 | 2.0% | |
| 0.7600821313 | 2 | 2.0% | |
| -0.4069952213 | 2 | 2.0% | |
| -1.905034808 | 1 | 1.0% | |
| -0.2091855005 | 1 | 1.0% | |
| 1.268104038 | 1 | 1.0% | |
| -2.274318985 | 1 | 1.0% | |
| 1.54864791 | 1 | 1.0% | |
| 1.626624543 | 1 | 1.0% | |
| -0.2217448478 | 1 | 1.0% | |
| Other values (87) | 87 | 87.0% |
| Value | Count | Frequency (%) | |
| -2.741149926 | 1 | 1.0% | |
| -2.518849478 | 1 | 1.0% | |
| -2.274318985 | 1 | 1.0% | |
| -2.186499303 | 1 | 1.0% | |
| -1.905034808 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 2.249111857 | 1 | 1.0% | |
| 1.652553048 | 1 | 1.0% | |
| 1.626624543 | 1 | 1.0% | |
| 1.601463479 | 1 | 1.0% | |
| 1.54864791 | 1 | 1.0% |
_WA
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 63.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.884182031e-17 |
|---|---|
| Minimum | -0.4361006339 |
| Maximum | 3.047814583 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.4361006339 |
|---|---|
| 5-th percentile | -0.4361006339 |
| Q1 | -0.4361006339 |
| median | -0.4049160368 |
| Q3 | -0.3265890485 |
| 95-th percentile | 2.686630249 |
| Maximum | 3.047814583 |
| Range | 3.483915217 |
| Interquartile range (IQR) | 0.1095115854 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 1.708033181e+16 |
| Kurtosis | 3.296345788 |
| Mean | 5.884182031e-17 |
| Median Absolute Deviation (MAD) | 0.03118459702 |
| Skewness | 2.254299165 |
| Sum | 5.884182031e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.4361006339 | 35 | 35.0% | |
| -0.3997865322 | 2 | 2.0% | |
| -0.4008501252 | 2 | 2.0% | |
| -0.3571174628 | 2 | 2.0% | |
| -0.4121663396 | 1 | 1.0% | |
| -0.3621982516 | 1 | 1.0% | |
| 2.545428594 | 1 | 1.0% | |
| -0.3674196155 | 1 | 1.0% | |
| -0.4100979438 | 1 | 1.0% | |
| -0.3882320453 | 1 | 1.0% | |
| Other values (53) | 53 | 53.0% |
| Value | Count | Frequency (%) | |
| -0.4361006339 | 35 | 35.0% | |
| -0.4279997958 | 1 | 1.0% | |
| -0.4231790517 | 1 | 1.0% | |
| -0.4225121313 | 1 | 1.0% | |
| -0.4222439372 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 3.047814583 | 1 | 1.0% | |
| 2.871900413 | 1 | 1.0% | |
| 2.834358309 | 1 | 1.0% | |
| 2.769013554 | 1 | 1.0% | |
| 2.732383678 | 1 | 1.0% |
_SA
Real number (ℝ)
| Distinct | 65 |
|---|---|
| Distinct (%) | 65.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.330669074e-18 |
|---|---|
| Minimum | -0.327445466 |
| Maximum | 3.80455854 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.327445466 |
|---|---|
| 5-th percentile | -0.327445466 |
| Q1 | -0.327445466 |
| median | -0.2884962479 |
| Q3 | -0.2328300151 |
| 95-th percentile | 3.543483937 |
| Maximum | 3.80455854 |
| Range | 4.132004006 |
| Interquartile range (IQR) | 0.0946154509 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 3.017525287e+17 |
| Kurtosis | 9.894889031 |
| Mean | 3.330669074e-18 |
| Median Absolute Deviation (MAD) | 0.03894921809 |
| Skewness | 3.406941618 |
| Sum | 3.330669074e-16 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.327445466 | 31 | 31.0% | |
| -0.2884962479 | 3 | 3.0% | |
| -0.2141386497 | 2 | 2.0% | |
| -0.2663486533 | 2 | 2.0% | |
| -0.2920370859 | 2 | 2.0% | |
| -0.2130991377 | 1 | 1.0% | |
| -0.247549634 | 1 | 1.0% | |
| -0.265126717 | 1 | 1.0% | |
| -0.3041922015 | 1 | 1.0% | |
| -0.2869787459 | 1 | 1.0% | |
| Other values (55) | 55 | 55.0% |
| Value | Count | Frequency (%) | |
| -0.327445466 | 31 | 31.0% | |
| -0.3220545708 | 1 | 1.0% | |
| -0.3144080708 | 1 | 1.0% | |
| -0.3140723439 | 1 | 1.0% | |
| -0.3069458775 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 3.80455854 | 1 | 1.0% | |
| 3.755507051 | 1 | 1.0% | |
| 3.710555103 | 1 | 1.0% | |
| 3.704944171 | 1 | 1.0% | |
| 3.63132752 | 1 | 1.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 800.0 B |
| -0.2743516306 | |
|---|---|
| 3.644957378 | 7 |
| Value | Count | Frequency (%) | |
| -0.2743516306 | 93 | 93.0% | |
| 3.644957378 | 7 | 7.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.86 |
| Min length | 18 |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.744604875e-16 |
|---|---|
| Minimum | -1.119634571 |
| Maximum | 3.097760885 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -1.119634571 |
|---|---|
| 5-th percentile | -0.5747083867 |
| Q1 | -0.4060488142 |
| median | -0.278445853 |
| Q3 | -0.2573378073 |
| 95-th percentile | 3.022814314 |
| Maximum | 3.097760885 |
| Range | 4.217395457 |
| Interquartile range (IQR) | 0.1487110069 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | -1.490135944e+15 |
| Kurtosis | 4.69389209 |
| Mean | -6.744604875e-16 |
| Median Absolute Deviation (MAD) | 0.05257596661 |
| Skewness | 2.470763968 |
| Sum | -6.744604875e-14 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.2752723148 | 1 | 1.0% | |
| 3.042706747 | 1 | 1.0% | |
| 3.038830004 | 1 | 1.0% | |
| -0.4034861033 | 1 | 1.0% | |
| -0.2800128027 | 1 | 1.0% | |
| -0.2716628805 | 1 | 1.0% | |
| -0.7912625415 | 1 | 1.0% | |
| -0.2766525878 | 1 | 1.0% | |
| -0.4059088979 | 1 | 1.0% | |
| -0.3099698992 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -1.119634571 | 1 | 1.0% | |
| -0.7912625415 | 1 | 1.0% | |
| -0.7060010518 | 1 | 1.0% | |
| -0.6583550537 | 1 | 1.0% | |
| -0.6435372552 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 3.097760885 | 1 | 1.0% | |
| 3.042908076 | 1 | 1.0% | |
| 3.042706747 | 1 | 1.0% | |
| 3.038830004 | 1 | 1.0% | |
| 3.038480267 | 1 | 1.0% |
_TAS
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 11.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.552713679e-17 |
|---|---|
| Minimum | -0.1337462035 |
| Maximum | 9.827847931 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.1337462035 |
|---|---|
| 5-th percentile | -0.1337462035 |
| Q1 | -0.1337462035 |
| median | -0.1337462035 |
| Q3 | -0.1337462035 |
| 95-th percentile | 0.04873146764 |
| Maximum | 9.827847931 |
| Range | 9.961594134 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 2.828929956e+16 |
| Kurtosis | 95.05064527 |
| Mean | 3.552713679e-17 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.651627188 |
| Sum | 3.552713679e-15 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) | |
| -0.1337462035 | 90 | 90.0% | |
| 0.04345619876 | 1 | 1.0% | |
| 0.2755069636 | 1 | 1.0% | |
| 9.827847931 | 1 | 1.0% | |
| 0.8534388008 | 1 | 1.0% | |
| 0.01192017802 | 1 | 1.0% | |
| -0.04948819849 | 1 | 1.0% | |
| 0.1489615764 | 1 | 1.0% | |
| -0.04514500235 | 1 | 1.0% | |
| -0.01438069641 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| -0.1337462035 | 90 | 90.0% | |
| -0.04948819849 | 1 | 1.0% | |
| -0.04514500235 | 1 | 1.0% | |
| -0.01438069641 | 1 | 1.0% | |
| 0.01192017802 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 9.827847931 | 1 | 1.0% | |
| 0.9850405609 | 1 | 1.0% | |
| 0.8534388008 | 1 | 1.0% | |
| 0.2755069636 | 1 | 1.0% | |
| 0.1489615764 | 1 | 1.0% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.498801083e-16 |
|---|---|
| Minimum | -0.4994548655 |
| Maximum | 7.811426877 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.4994548655 |
|---|---|
| 5-th percentile | -0.4381816339 |
| Q1 | -0.3696286331 |
| median | -0.3158303308 |
| Q3 | -0.1167357011 |
| 95-th percentile | 1.367663837 |
| Maximum | 7.811426877 |
| Range | 8.310881743 |
| Interquartile range (IQR) | 0.252892932 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | -6.705611749e+15 |
| Kurtosis | 38.51198959 |
| Mean | -1.498801083e-16 |
| Median Absolute Deviation (MAD) | 0.0923136258 |
| Skewness | 5.560989246 |
| Sum | -1.498801083e-14 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 3.771629699 | 1 | 1.0% | |
| -0.3538803755 | 1 | 1.0% | |
| -0.3838315314 | 1 | 1.0% | |
| -0.1274072271 | 1 | 1.0% | |
| -0.1281834707 | 1 | 1.0% | |
| -0.4110868796 | 1 | 1.0% | |
| -0.2614341154 | 1 | 1.0% | |
| -0.3647048895 | 1 | 1.0% | |
| -0.3261421393 | 1 | 1.0% | |
| -0.4063632881 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -0.4994548655 | 1 | 1.0% | |
| -0.479429731 | 1 | 1.0% | |
| -0.468921182 | 1 | 1.0% | |
| -0.4544981633 | 1 | 1.0% | |
| -0.454215983 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 7.811426877 | 1 | 1.0% | |
| 3.771629699 | 1 | 1.0% | |
| 1.605667733 | 1 | 1.0% | |
| 1.563190017 | 1 | 1.0% | |
| 1.446764151 | 1 | 1.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 800.0 B |
| -0.1005037815 | |
|---|---|
| 9.949874371 | 1 |
| Value | Count | Frequency (%) | |
| -0.1005037815 | 99 | 99.0% | |
| 9.949874371 | 1 | 1.0% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.0% |
Histogram of lengths of the category
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.95 |
| Min length | 15 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 800.0 B |
| -0.1005037815 | |
|---|---|
| 9.949874371 | 1 |
| Value | Count | Frequency (%) | |
| -0.1005037815 | 99 | 99.0% | |
| 9.949874371 | 1 | 1.0% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.0% |
Histogram of lengths of the category
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 19.95 |
| Min length | 15 |
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.436895709e-18 |
|---|---|
| Minimum | -0.7036192912 |
| Maximum | 3.266341393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 800.0 B |
Quantile statistics
| Minimum | -0.7036192912 |
|---|---|
| 5-th percentile | -0.6849150653 |
| Q1 | -0.5656407126 |
| median | -0.3752533109 |
| Q3 | -0.1076558021 |
| 95-th percentile | 2.610692366 |
| Maximum | 3.266341393 |
| Range | 3.969960684 |
| Interquartile range (IQR) | 0.4579849105 |
Descriptive statistics
| Standard deviation | 1.005037815 |
|---|---|
| Coefficient of variation (CV) | 1.065008925e+17 |
| Kurtosis | 3.06303697 |
| Mean | 9.436895709e-18 |
| Median Absolute Deviation (MAD) | 0.1904455437 |
| Skewness | 2.114003765 |
| Sum | 9.436895709e-16 |
| Variance | 1.01010101 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| -0.2569649989 | 1 | 1.0% | |
| -0.610371753 | 1 | 1.0% | |
| -0.4364912018 | 1 | 1.0% | |
| -0.2584833092 | 1 | 1.0% | |
| -0.2584877212 | 1 | 1.0% | |
| -0.3739565387 | 1 | 1.0% | |
| 0.2415630445 | 1 | 1.0% | |
| -0.5662692448 | 1 | 1.0% | |
| -0.3731381385 | 1 | 1.0% | |
| -0.5717831259 | 1 | 1.0% | |
| Other values (90) | 90 | 90.0% |
| Value | Count | Frequency (%) | |
| -0.7036192912 | 1 | 1.0% | |
| -0.6927166369 | 1 | 1.0% | |
| -0.6891839963 | 1 | 1.0% | |
| -0.6866500136 | 1 | 1.0% | |
| -0.6850919954 | 1 | 1.0% |
| Value | Count | Frequency (%) | |
| 3.266341393 | 1 | 1.0% | |
| 2.616382247 | 1 | 1.0% | |
| 2.615862594 | 1 | 1.0% | |
| 2.61512077 | 1 | 1.0% | |
| 2.614802802 | 1 | 1.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| t_phb | t_pos | cc_AQ | cc_AU | t_pmt | rot_45_y | rot_y | _VIC | b_deg | age | m_dist | amt | rot_45_x | rot_30_y | g_M | cc_NA | t_pay | r | m_NT | rot_30_x | _QLD | pca_x | c_ER | rot_x | h_dist | _NSW | cc_ZA | t_sales | _WA | _SA | c_WC | phi | _TAS | bal | c_SULTRA | cc_ID | pca_y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -0.288791 | 0.661753 | -0.100504 | -2.586949 | 0.207533 | -1.569421 | -0.386591 | -0.748090 | 0.234106 | 0.438448 | 0.781596 | 0.200383 | -1.569421 | -2.276500 | -1.128152 | -0.100504 | -0.826863 | -1.935435 | 5.872709 | -0.787937 | -0.379587 | -1.292186 | -0.100504 | 1.194924 | 0.933880 | -0.524953 | -0.274352 | -0.004555 | -0.399787 | -0.327445 | -0.274352 | 1.499673 | -0.133746 | -0.315529 | -0.100504 | -0.100504 | 2.407512 |
| 1 | -0.288791 | 1.433919 | -0.100504 | 0.386556 | -0.933358 | 0.605703 | -1.171272 | -0.722722 | 0.009382 | -1.542493 | -0.471973 | -0.795476 | 0.605703 | 0.679325 | -1.128152 | -0.100504 | -0.676296 | 0.277212 | -0.155969 | 0.474605 | 3.016478 | 0.015840 | -0.100504 | -1.343112 | -0.603822 | -0.550113 | -0.274352 | 1.188161 | -0.379176 | -0.327445 | -0.274352 | -0.563402 | -0.133746 | -0.422589 | -0.100504 | -0.100504 | -0.682744 |
| 2 | -0.288791 | -0.161261 | -0.100504 | 0.386556 | -1.126118 | 0.288852 | -0.589660 | 1.540568 | -0.936981 | -0.353928 | -0.425939 | 0.576586 | 0.288852 | 0.368307 | 0.886405 | -0.100504 | -0.380482 | 0.189746 | -0.155969 | 0.188388 | -0.414090 | 0.115012 | -0.100504 | 0.792531 | -0.524116 | -0.625031 | -0.274352 | 1.058637 | -0.436101 | -0.218750 | -0.274352 | -0.275727 | -0.133746 | 0.994007 | -0.100504 | -0.100504 | -0.380429 |
| 3 | 2.453031 | -0.592517 | -0.100504 | -2.586949 | 0.642786 | 0.470361 | 0.314446 | -0.778758 | -0.083546 | 0.108291 | 0.586519 | -0.877884 | 0.470361 | 0.275416 | 0.886405 | -0.100504 | -0.645380 | -0.272684 | -0.155969 | 0.584286 | -0.249815 | -0.598630 | -0.100504 | -0.212538 | 0.763429 | -0.350951 | -0.274352 | -0.163128 | 0.051159 | -0.304192 | -0.274352 | -1.119635 | -0.133746 | -0.055764 | 9.949874 | 9.949874 | -0.218424 |
| 4 | -0.288791 | -0.905089 | -0.100504 | 0.386556 | -0.960002 | 0.282884 | -1.154055 | 1.178870 | -0.410918 | 1.032730 | -0.527116 | 0.225391 | 0.282884 | 0.364336 | -1.128152 | -0.100504 | 2.343249 | 0.192125 | -0.155969 | 0.181382 | -0.375606 | 0.121453 | -0.100504 | 0.289699 | -0.676926 | -0.632859 | -0.274352 | -0.766096 | -0.436101 | -0.327445 | -0.274352 | -0.266599 | -0.133746 | 0.428751 | -0.100504 | -0.100504 | -0.377068 |
| 5 | -0.288791 | -1.080363 | -0.100504 | 0.386556 | 0.433234 | 0.591660 | 2.880125 | -0.743750 | 0.620329 | 0.966699 | 0.146289 | 1.969296 | 0.591660 | 0.621518 | 0.886405 | -0.100504 | 0.244316 | 0.187342 | -0.155969 | 0.499588 | 2.063543 | -0.086440 | -0.100504 | 0.978894 | 0.299592 | -0.423291 | -0.274352 | -0.221745 | -0.436101 | -0.327445 | -0.274352 | -0.643537 | 0.275507 | 1.563190 | -0.100504 | -0.100504 | -0.614907 |
| 6 | 2.050121 | -0.760659 | -0.100504 | 0.386556 | -0.219403 | 0.603421 | -0.242617 | -0.759689 | -0.360805 | -0.618054 | -0.527400 | 0.369111 | 0.603421 | 0.680594 | 0.886405 | -0.100504 | -0.705270 | 0.283411 | -0.155969 | 0.469541 | 2.249529 | 0.025057 | -0.100504 | -1.110712 | -0.681906 | -0.643435 | -0.274352 | -1.131388 | -0.421575 | -0.305956 | -0.274352 | -0.554289 | -0.133746 | -0.279392 | -0.100504 | -0.100504 | -0.684906 |
| 7 | -0.288791 | -0.419280 | -0.100504 | -2.586949 | -1.456797 | -1.914709 | -0.425010 | -0.764660 | 2.097356 | 0.504480 | 1.956750 | -0.062623 | -1.914709 | -2.517504 | -1.128152 | -0.100504 | 1.691856 | -1.635111 | -0.155969 | -1.183638 | -0.414090 | -0.946811 | -0.100504 | -1.363398 | 2.955176 | 0.704573 | 3.644957 | 2.249112 | -0.327158 | -0.327445 | 3.644957 | 3.042707 | -0.133746 | -0.365500 | -0.100504 | -0.100504 | 2.615863 |
| 8 | -0.288791 | 2.017311 | -0.100504 | 0.386556 | -1.093177 | 0.291661 | 0.497141 | 1.643243 | 0.613553 | 0.042260 | -0.475421 | 0.096186 | 0.291661 | 0.367240 | 0.886405 | -0.100504 | -0.301406 | 0.182598 | -0.155969 | 0.194197 | -0.339046 | 0.104866 | -0.100504 | 1.255089 | -0.613799 | -0.548705 | -0.274352 | 0.293251 | -0.409773 | -0.288496 | -0.274352 | -0.285545 | -0.133746 | -0.332565 | -0.100504 | -0.100504 | -0.378380 |
| 9 | -0.060873 | 0.464450 | -0.100504 | 0.386556 | -0.803786 | 0.487389 | -1.826403 | -0.766264 | -0.897473 | 0.504480 | -0.226916 | -0.860256 | 0.487389 | 0.577491 | 0.886405 | -0.100504 | -0.703589 | 0.271485 | -0.155969 | 0.355492 | -0.381813 | 0.087528 | -0.100504 | -0.947691 | -0.234587 | 1.964748 | -0.274352 | 0.647139 | -0.113374 | 0.124868 | -0.274352 | -0.430395 | -0.133746 | -0.244858 | -0.100504 | -0.100504 | -0.587543 |
Last rows
| t_phb | t_pos | cc_AQ | cc_AU | t_pmt | rot_45_y | rot_y | _VIC | b_deg | age | m_dist | amt | rot_45_x | rot_30_y | g_M | cc_NA | t_pay | r | m_NT | rot_30_x | _QLD | pca_x | c_ER | rot_x | h_dist | _NSW | cc_ZA | t_sales | _WA | _SA | c_WC | phi | _TAS | bal | c_SULTRA | cc_ID | pca_y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | -0.288791 | -0.333936 | -0.100504 | 0.386556 | -0.563782 | 0.286921 | -0.445955 | 1.372936 | -0.275576 | 1.098762 | -0.539308 | 0.426225 | 0.286921 | 0.365718 | 0.886405 | -0.100504 | 2.686711 | 0.187830 | -0.155969 | 0.187238 | -0.368609 | 0.113934 | -0.100504 | 0.804220 | -0.702968 | -0.581857 | -0.274352 | 0.229592 | -0.436101 | -0.327445 | -0.274352 | -0.275210 | -0.133746 | -0.353391 | -0.100504 | -0.100504 | -0.377728 |
| 91 | -0.288791 | 0.379199 | -0.100504 | 0.386556 | -0.124842 | 0.468606 | -1.108290 | -0.765082 | -1.685181 | 0.438448 | 0.176561 | 0.430952 | 0.468606 | 0.560802 | -1.128152 | -0.100504 | 0.230086 | 0.269812 | -0.155969 | 0.337029 | -0.397130 | 0.097642 | -0.100504 | -1.363498 | 0.355140 | 2.280034 | -0.274352 | 0.265558 | -0.293306 | -0.221820 | -0.274352 | -0.410234 | -0.133746 | -0.244660 | -0.100504 | -0.100504 | -0.571783 |
| 92 | 1.515157 | 0.350638 | -0.100504 | 0.386556 | -0.761658 | 0.464217 | -0.797746 | -0.789516 | -0.868268 | -0.353928 | 0.685410 | 1.121570 | 0.464217 | 0.555421 | 0.886405 | -0.100504 | 3.066711 | 0.266449 | -0.155969 | 0.333983 | -0.414090 | 0.096416 | -0.100504 | -1.362958 | 1.105261 | 2.267760 | -0.274352 | -0.953287 | -0.436101 | -0.327445 | -0.274352 | -0.408360 | -0.133746 | -0.298503 | -0.100504 | -0.100504 | -0.566269 |
| 93 | -0.055222 | -0.027118 | -0.100504 | 0.386556 | -0.264615 | 0.284464 | 0.020100 | 1.486123 | 1.220411 | 0.900668 | -0.531445 | -0.908653 | 0.284464 | 0.361490 | -1.128152 | -0.100504 | -0.685459 | 0.183473 | -0.155969 | 0.186571 | -0.397551 | 0.110303 | -0.100504 | 0.927453 | -0.677096 | -0.670261 | -0.274352 | 0.191011 | -0.436101 | -0.301694 | -0.274352 | -0.276297 | -0.133746 | -0.382498 | -0.100504 | -0.100504 | -0.373138 |
| 94 | -0.288791 | 0.771914 | -0.100504 | 0.386556 | -0.761658 | 0.290432 | -0.700570 | 1.654106 | -0.657563 | -1.674555 | -0.526102 | -0.873390 | 0.290432 | 0.370444 | 0.886405 | -0.100504 | -0.041496 | 0.191350 | -0.155969 | 0.189314 | -0.399897 | 0.115937 | -0.100504 | 0.780767 | -0.678026 | -0.559913 | -0.274352 | 1.165662 | -0.436101 | -0.283248 | -0.274352 | -0.276117 | -0.133746 | -0.404243 | -0.100504 | -0.100504 | -0.382661 |
| 95 | -0.288791 | -1.308934 | -0.100504 | 0.386556 | 1.601492 | 0.461584 | -0.617983 | -0.772042 | -0.358166 | 0.042260 | 0.258942 | -0.838474 | 0.461584 | 0.552882 | 0.886405 | -0.100504 | -0.885291 | 0.265821 | -0.155969 | 0.331565 | -0.401961 | 0.097352 | -0.100504 | -1.353807 | 0.476570 | 1.911135 | -0.274352 | -0.647484 | -0.410571 | -0.270792 | -0.274352 | -0.405909 | -0.133746 | 0.848811 | -0.100504 | -0.100504 | -0.563814 |
| 96 | -0.288791 | -0.468935 | -0.100504 | 0.386556 | 0.666704 | -0.131568 | -1.079767 | -0.763305 | 0.983614 | 1.296856 | -0.281164 | 0.085800 | -0.131568 | -0.228639 | -1.128152 | -0.100504 | 0.351171 | -0.295299 | -0.155969 | -0.033714 | -0.414090 | -0.199914 | -0.100504 | -0.076375 | -0.326937 | -0.475772 | -0.274352 | -0.534313 | 2.340278 | -0.214139 | -0.274352 | -0.212478 | -0.133746 | -0.364890 | -0.100504 | -0.100504 | 0.248564 |
| 97 | -0.288791 | -2.643932 | -0.100504 | 0.386556 | 3.051367 | 0.410677 | 2.757355 | -0.789516 | -1.144784 | -0.089803 | -0.282820 | -0.946073 | 0.410677 | 0.497482 | -1.128152 | -0.100504 | 1.587633 | 0.241062 | -0.155969 | 0.290227 | -0.380737 | 0.100124 | -0.100504 | -0.475529 | -0.312377 | 1.274626 | -0.274352 | -2.274319 | -0.436101 | -0.171649 | -0.274352 | -0.370289 | -0.133746 | -0.328266 | -0.100504 | -0.100504 | -0.508526 |
| 98 | -0.288791 | -0.196436 | -0.100504 | 0.386556 | 1.145226 | 0.288501 | -0.444739 | 1.272823 | -0.292228 | -1.674555 | -0.553020 | -0.937824 | 0.288501 | 0.367375 | 0.886405 | -0.100504 | -0.175470 | 0.188448 | -0.155969 | 0.188574 | -0.414090 | 0.113698 | -0.100504 | 0.850191 | -0.714617 | -0.589224 | -0.274352 | -0.666346 | -0.436101 | -0.327445 | -0.274352 | -0.276496 | -0.014381 | -0.311633 | -0.100504 | -0.100504 | -0.379367 |
| 99 | 7.786025 | -2.000770 | -0.100504 | 0.386556 | 0.875776 | 0.284464 | -0.117011 | 0.916909 | 0.691909 | 0.966699 | -0.574017 | 0.897795 | 0.284464 | 0.361969 | 0.886405 | -0.100504 | 0.724073 | 0.184459 | -0.155969 | 0.186161 | -0.414090 | 0.111464 | -0.100504 | 0.872691 | -0.735845 | -0.670261 | -0.274352 | -1.788434 | -0.436101 | -0.327445 | -0.274352 | -0.275399 | -0.133746 | 0.705353 | -0.100504 | -0.100504 | -0.373731 |